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Numerical reasoning research points to the value of considering multiple causal mechanisms that give rise to a statistic. However, much evidence suggests that people prefer simple causal explanations, and discount one causal explanation when another is salient. This led us to ask when and how people integrate causal alternatives. We presented causal reasons… (More)